Train Small, Generate Big: Synthesis of Colorectal Cancer Histology Images

von Deshpande, Srijay
Veröffentlicht in SASHIMI (5. : 2020 : Online) Simulation and synthesis in medical imaging (2020)

Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification

von Zamanitajeddin, Neda
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 8 (2021)

A Neural Architecture Search Based Framework for Segmentation of Epithelium, Nuclei and Oral Epithelial Dysplasia Grading

von Azarmehr, Neda
Veröffentlicht in MIUA (26. : 2022 : Cambridge) Medical image understanding and analysis (2022)

Multi-scale Attention-Based Multiple Instance Learning for Classification of Multi-gigapixel Histology Images

von Wibawa, Made Satria
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision - ECCV 2022 Workshops ; Part 7 (2023)

All You Need is Color: Image Based Spatial Gene Expression Prediction Using Neural Stain Learning

von Dawood, Muhammad
Veröffentlicht in ECML PKDD (2021 : Online) Machine learning and principles and practice of knowledge discovery in databases ; Part 2 (2021)

Morph-Net: End-to-End Prediction of Nuclear Morphological Features from Histology Images

von Gunesli, Gozde N.
Veröffentlicht in MOVI (1. : 2022 : Singapur; Online) Medical optical imaging and virtual microscopy image analysis (2022)

HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification

von Bashir, Raja Muhammad Saad
Veröffentlicht in iMIMIC (3. : 2020 : Online) Interpretable and annotation-efficient learning for medical image computing (2020)

L1-Regularized Neural Ranking for Risk Stratification and Its Application to Prediction of Time to Distant Metastasis in Luminal Node Negative Chemotherapy Naïve Breast Cancer Pati...

von Minhas, Fayyaz
Veröffentlicht in ECML PKDD (2021 : Online) Machine learning and principles and practice of knowledge discovery in databases ; Part 2 (2021)

A Novel Framework for Coarse-Grained Semantic Segmentation of Whole-Slide Images

von Bashir, Raja Muhammad Saad
Veröffentlicht in MIUA (26. : 2022 : Cambridge) Medical image understanding and analysis (2022)

Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge

von Jahanifar, Mostafa
Veröffentlicht in MICCAI (24. : 2021 : Online) Biomedical image registration, domain generalisation and out-of-distribution analysis (2022)

Computational pathology and ophthalmic medical image analysis : First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, held in conjunction with MIC...

Veröffentlicht 2018